ML Research Wiki / Benchmarks / Animal Pose Estimation / AP-10K

AP-10K

Animal Pose Estimation Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: AP

Top Performing Models

Rank Model Paper AP Date Code
1 ViTPose+-H 📚 ViTPose++: Vision Transformer for Generic Body Pose Estimation 82.40 2022-12-07 📦 huggingface/transformers 📦 vitae-transformer/vitpose
2 ViTPose+-L 📚 ViTPose++: Vision Transformer for Generic Body Pose Estimation 80.40 2022-12-07 📦 huggingface/transformers 📦 vitae-transformer/vitpose
3 SuperAnimal-HRNetw32 📚 SuperAnimal pretrained pose estimation models for behavioral analysis 80.11 2022-03-14 📦 AlexEMG/DeepLabCut 📦 DeepLabCut/DeepLabCut 📦 adaptivemotorcontrollab/modelzoo-figures
4 UniPose 📚 X-Pose: Detecting Any Keypoints 79.20 2023-10-12 📦 idea-research/x-pose 📦 IDEA-Research/UniPose
5 ViTPose+-B 📚 ViTPose++: Vision Transformer for Generic Body Pose Estimation 74.50 2022-12-07 📦 huggingface/transformers 📦 vitae-transformer/vitpose
6 HRNet-w48 📚 ViTPose++: Vision Transformer for Generic Body Pose Estimation 73.10 2022-12-07 📦 huggingface/transformers 📦 vitae-transformer/vitpose
7 HRNet-w32 📚 ViTPose++: Vision Transformer for Generic Body Pose Estimation 72.20 2022-12-07 📦 huggingface/transformers 📦 vitae-transformer/vitpose
8 ViTPose+-S ViT-S 📚 ViTPose++: Vision Transformer for Generic Body Pose Estimation 71.40 2022-12-07 📦 huggingface/transformers 📦 vitae-transformer/vitpose
9 SimpleBaseline-ResNet50 📚 ViTPose++: Vision Transformer for Generic Body Pose Estimation 68.10 2022-12-07 📦 huggingface/transformers 📦 vitae-transformer/vitpose
10 zero-shot SuperAnimal-HRNetw32 SuperAnimal pretrained pose estimation models for behavioral analysis 68.04 2022-03-14 📦 AlexEMG/DeepLabCut 📦 DeepLabCut/DeepLabCut 📦 adaptivemotorcontrollab/modelzoo-figures

All Papers (10)

huggingface/transformers vitae-transformer/vitpose
huggingface/transformers vitae-transformer/vitpose
AlexEMG/DeepLabCut DeepLabCut/DeepLabCut adaptivemotorcontrollab/modelzoo-figures
idea-research/x-pose IDEA-Research/UniPose
huggingface/transformers vitae-transformer/vitpose
huggingface/transformers vitae-transformer/vitpose
huggingface/transformers vitae-transformer/vitpose
huggingface/transformers vitae-transformer/vitpose
huggingface/transformers vitae-transformer/vitpose
AlexEMG/DeepLabCut DeepLabCut/DeepLabCut adaptivemotorcontrollab/modelzoo-figures